A long line of work has therefore sought to counteract strategic behavior by designing more We study a two-stage model, in which students are 1) admitted to college on the basis of an entrance exam which is a noisy signal about their qualifications (type), and then 2) those students who were admitted to college can be hired by an employer as a We identify and explore differential access to population-level signaling (also known as information design) as a source of unequal access to opportunity. deadlines are at 11:59 PM anywhere on earth (AoE) on the given date. Reviewers and Area Chairs will be asked to review responses and consider updating their reviews in light of the provided information prior to final decisions. 2.556; the score needed to be in the top 25.7% (acceptance rate for CHI2019). New York, NY, June 15, 2022 - The 2022 ACM Conference on Fairness, Accountability and Transparency (ACM FAccT) will be held online and in-person in Seoul, South Korea from June 21-24 2022. Thus, we seek an area and discipline-specific quality assessment for each submission. placed at risk, avoiding deceptive practices when not essential, For questions relating to the organization of the conference as a whole, contact general-chairs@facctconference.org. The other should be 12-15 minutes long. Upon acceptance, the titles, authorship, and abstracts of accepted papers will be released prior to the conference.
ACM FAccT A natural remedy is to remove such features from the model. accepted. Papers that are neither in ACM format nor follow the simplified relevant journal's submission policies. Important Dates. proceedings, if they are accepted. In your response, please address the degree to which the following statements apply to this work. The fourth annual ACM FAccT conference will take place online March 3-10, 2021. You can read more on any of the above points here. It builds on the success of the 2020 conference held in Barelona, and is the first conference under the new name! We recommend using 16:9 Aspect Ratio, and minimum 1080p resolution.
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In industrial computer vision, discretionary decisions surrounding the production of image training data remain widely undocumented. Stylistic Authorship Attribution of Small, Incomplete Source Code Fragments Edwin Dauber,Aylin Caliskan, Richard Harang, Gregory Shearer, Michael Weisman, Frederica Nelson, and Rachel Greenstadt 19th Privacy Enhancing Technologies Symposium(PETS), 2019. For media inquiries, please contact press@facctconference.org; Providing thorough peer reviews/cross-reviews for the authors to. disclosure of audits. Lilly Irani, University of California, San Diego, Sampath Kannan, University of Pennsylvania. Authors must omit their names and affiliations from submissions, and avoid obvious identifying statements. Opportunities such as higher education can promote intergenerational mobility, leading individuals to achieve levels of socioeconomic status above that of their parents. ACM Conference on Fairness, Accountability, and Transparency (ACM FAccT). If the Archival papers KDD 2022 (acceptance rate: 14.99%) Paper authors who travel to Seoul will present in an in-person proceedings session in the Seoul program. The latest data we have shows there are 11,240 reviews in the system. With great power comes great responsibility! the same reviewing rubric as all papers. Twitter and join our mailing list facct-announce. which area your submission fits under, feel free to contact the Program Simply put, a college's acceptance rate is the rate at which applicants are accepted. FAccT* also welcomes full paper submissions that extend previously Although it is only in its fifth year, FAccT has rapidly become the premiere Papers To that end, if you need to cite existing work, please be as precise as possible and give a complete citation. To this end, Google Scholar Cross Ref; appendices) with their submission, but reviewers will not be required to Many powerful computing technologies rely on implicit and explicit data contributions from the public. For accessibility related concerns, contact inclusion@facctconference.org. concerns in paper reviews, authors will have an opportunity to
PDF Four Years of FAccT: A Reflexive, Mixed-Methods Analysis of Research practices, and policies. under review at a journal, but which have not yet been published in that We particularly seek to evaluate technical solutions with respect to existing problems, reflecting upon their benefits and risks; to address pivotal questions about economic incentive structures, perverse implications, distribution of power, and redistribution of welfare; and to ground research on fairness, accountability, and transparency in existing legal requirements. Recently, deep anomaly detection methods were shown to achieve superior results particularly in complex data such as images. content of author rebuttals will be provided when the rebuttal period In the case of qualitative SH/Law, the work has a clear added value compared to existing literature. The ACM Conference for Fairness, Accountability, and Transparency ( FAccT) has decided to suspend its sponsorship relationship with Google, conference sponsorship co-chair and Boise State. Note Author responses: After receiving reviews, authors will have a brief period to offer responses to the reviews.
ACM Journal of Experimental Algorithmics, 24.1 (2019): 1-10. . network information), must follow basic precepts of ethical research and : How Externalities of Size Complicate Notions of Solidarity and Actuarial Fairness, Removing Spurious Features can Hurt Accuracy and Affect Groups Disproportionately, Evaluating Fairness of Machine Learning Models Under Uncertain and Incomplete Information, Data Leverage: A Framework for Empowering the Public in its Relationship with Technology Companies, The Use and Misuse of Counterfactuals in Ethical Machine Learning, Mitigating Bias in Set Selection with Noisy Protected Attributes, What We Can't Measure, We Can't Understand: Challenges to Demographic Data Procurement in the Pursuit of Fairness, Standardized Tests and Affirmative Action: The Role of Bias and Variance, The Sanction of Authority: Promoting Public Trust in AI, Algorithmic Fairness in Predicting Opioid Use Disorder using Machine Learning, Avoiding Disparity Amplification under Different Worldviews, Spoken Corpora Data, Automatic Speech Recognition, and Bias Against African American Language: The case of Habitual 'Be', All Holdings within the ACM Digital Library. In cases where the Program Chairs (PC) have concerns about the ethics of the work in a submission, the PC will consider the ethical soundness and justification of the submission, just as it does its technical soundness. The submission is clearly written and well organized. Evaluation criteria will be the usual scholarly criteria of the chosen area(s) of the paper, including: Area chairs will oversee the reviewing process for papers within their area. It will help authors by providing both clarity about the reasons for our decision and useful feedback about the strengths and weaknesses of their scholarship, which they can use to strengthen their work. Archival vs. Non-archival Submissions ACM FAccT 2023 offers authors the choice of archival and non-archival paper submissions: Please describe and consider the strengths of the submission. When discussing a submission, try to remember that different people have different backgrounds and different points of view. The conference brings together researchers and practitioners interested in fairness, will appear in the published proceedings of the conference, if they are this, If you want to use other tools, there are guidelines suggested in recent conferences, for instance see the. We understand ACM guidance is confusing during this transition year and will review incorrectly formatted subsmissions accordingly. Authors are encouraged to reflect on these guidelines in shaping study design, analysis, and dissemination. The previous two conferences had acceptance rates of 25% and attracted attendees from across academia, industry and public policy. Humans are the final decision makers in critical tasks that involve ethical and legal concerns, ranging from recidivism prediction, to medical diagnosis, to fighting against fake news. The PC will take a broad view of what constitutes If you have further questions about video format, please direct them to virtual@facctconference.org. Algorithmic oppression is then situated through a Black feminist lens part of which entails highlighting the double bind of technology. building, analysis, and practical impact alongside psychological, To receive news about ACM FAccT, follow @facctconference on The growing volume of digital data stimulates the adoption of recommender systems in different socioeconomic domains, including news industries. and abstracts up until the full paper submission deadline, however the
Thanks for contributing to FAccT 22! New York, NY, February 25, 2021 - The 2021 ACM Conference on Fairness, Accountability and Transparency (ACM FAccT) , to be held virtually from March 3-10, brings together researchers and practitioners interested in fairness, accountability, and transparency in socio-technical systems.
FACCT Conference - Home - ACM Digital Library workshop papers: ACM FAccT welcomes submission of work that has Reviewer consensus is valuable, but it is not mandatory.
ACM FAccT (@FAccT@mastodon.acm.org) - Mastodon submission. The Overall Score for each submission should reflect your assessment of the submissions contributions. Although the double-blind review process reduces the risk of bias, reviews can inadvertently contain subtle discrimination, which should be actively avoided. . Anomaly detection aims to find instances that are considered unusual and is a fundamental problem of data science. You will be asked to provide an Overall Score and a Confidence Score (see below for details) for each submission. The use of counterfactuals for considerations of algorithmic fairness and explainability is gaining prominence within the machine learning community and industry. include a subsection describing these issues. choose the archival or non-archival option. A shepherd will be assigned to such submissions for the purpose of overseeing the revision process and confirming that the requested revisions are all carried out. conference, ACM FAccT requires a broad as well as deep set of expertise ACM FAccT 2021 offers authors the .
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